fundus

joint

prematurity

nanogenerators

scleritis

neural_50678

optic disc

deep learning_84246

pulmonary sarcoidosis

retinal_55527

smooth muscle_128251

laser-scanning

age assessment

segmentation_87503

retinal_46162

deep learning_101403

spectrum_46668

cgan

overactive

acquisition analysis

British Journal of Ophthalmology

The i-ROP DL system accurately identifies diagnostic categories and overall disease severity in an automated fashion, after being trained only on posterior pole vascular morphology. These data provide proof of concept that a deep learning screening platform could improve objectivity of ROP diagnosis and accessibility of screening.

Evaluation of a deep learning image assessment system for detecting severe retinopathy of prematurity